Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Functional enhancer elements drive subclass-selective expression from mouse to primate neocortex

John K. Mich, Lucas T. Graybuck, Erik E. Hess, Joseph T. Mahoney, Yoshiko Kojima, Yi Ding, Saroja Somasundaram, Jeremy A. Miller, Natalie Weed, Victoria Omstead, Yemeserach Bishaw, Nadiya V. Shapovalova, Refugio A. Martinez, Olivia Fong, Shenqin Yao, Marty Mortrud, Peter Chong, Luke Loftus, Darren Bertagnolli, Jeff Goldy, Tamara Casper, Nick Dee, Ximena Opitz-Araya, Ali Cetin, Kimberly A. Smith, Ryder P. Gwinn, Charles Cobbs, Andrew. L. Ko, Jeffrey G. Ojemann, C. Dirk Keene, Daniel. L. Silbergeld, Susan M. Sunkin, Viviana Gradinaru, Gregory D. Horwitz, Hongkui Zeng, Bosiljka Tasic, Ed S. Lein, Jonathan T. Ting, Boaz P. Levi
doi: https://doi.org/10.1101/555318
John K. Mich
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: johnmi@alleninstitute.org jonathant@alleninstitute.org boazl@alleninstitute.org
Lucas T. Graybuck
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Erik E. Hess
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Joseph T. Mahoney
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Yoshiko Kojima
2Washington National Primate Research Center, Univ. of Wash., Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Yi Ding
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Saroja Somasundaram
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jeremy A. Miller
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Natalie Weed
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Victoria Omstead
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Yemeserach Bishaw
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Nadiya V. Shapovalova
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Refugio A. Martinez
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Olivia Fong
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Shenqin Yao
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Marty Mortrud
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Peter Chong
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Luke Loftus
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Darren Bertagnolli
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jeff Goldy
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Tamara Casper
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Nick Dee
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ximena Opitz-Araya
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ali Cetin
3Depts. of Biol. and Appl. Phys., Stanford Univ., Stanford CA USA.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kimberly A. Smith
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ryder P. Gwinn
4Swedish Neuroscience Institute, Seattle WA USA.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Charles Cobbs
4Swedish Neuroscience Institute, Seattle WA USA.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Andrew. L. Ko
5Dept. of Neurological Surgery, Univ. of Wash. Sch. of Med., Seattle WA USA; Regional Epilepsy Ctr., Harborview Med. Ctr., Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jeffrey G. Ojemann
6Dept. of Neurological Surgery, Univ. of Wash., Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
C. Dirk Keene
7Dept. of Pathology, Univ. of Wash., Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Daniel. L. Silbergeld
8Dept. of Neurological Surgery and Alvord Brain Tumor Center, Univ. of Wash., Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Susan M. Sunkin
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Viviana Gradinaru
9Div. of Biol. and Biol. Engineering, California Inst. of Tech., Pasadena CA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Gregory D. Horwitz
2Washington National Primate Research Center, Univ. of Wash., Seattle WA USA
10Dept. of Physiology & Biophysics, Univ. of Wash., Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Hongkui Zeng
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Bosiljka Tasic
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ed S. Lein
1Allen Institute for Brain Science, Seattle WA USA
5Dept. of Neurological Surgery, Univ. of Wash. Sch. of Med., Seattle WA USA; Regional Epilepsy Ctr., Harborview Med. Ctr., Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jonathan T. Ting
1Allen Institute for Brain Science, Seattle WA USA
10Dept. of Physiology & Biophysics, Univ. of Wash., Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: johnmi@alleninstitute.org jonathant@alleninstitute.org boazl@alleninstitute.org
Boaz P. Levi
1Allen Institute for Brain Science, Seattle WA USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: johnmi@alleninstitute.org jonathant@alleninstitute.org boazl@alleninstitute.org
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Supplementary material
  • Preview PDF
Loading

Summary

Viral genetic tools to target specific brain cell types in humans and non-genetic model organisms will transform basic neuroscience and targeted gene therapy. Here we used comparative epigenetics to identify thousands of human neuronal subclass-specific putative enhancers to regulate viral tools, and 34% of these were conserved in mouse. We established an AAV platform to evaluate cellular specificity of functional enhancers by multiplexed fluorescent in situ hybridization (FISH) and single cell RNA sequencing. Initial testing in mouse neocortex yields a functional enhancer discovery success rate of over 30%. We identify enhancers with specificity for excitatory and inhibitory classes and subclasses including PVALB, LAMP5, and VIP/LAMP5 cells, some of which maintain specificity in vivo or ex vivo in monkey and human neocortex. Finally, functional enhancers can be proximal or distal to cellular marker genes, conserved or divergent across species, and could yield brain-wide specificity greater than the most selective marker genes.

Competing Interest Statement

JKM, LTG, EEH, HZ, BT, EL, JTT, and BPL are inventors on several U.S. provisional patent applications related to this work. All authors declare no other competing interests.

Footnotes

  • # Lead contact.

  • In this revision, we have drastically increased the number of enhancer-AAV vectors we tested and validated in mouse neocortex, and also expanded the scope with several well-validated vectors in non-human primate and in human ex vivo slice culture. We think several of these vectors are ready for wider deployment as research tools for non-species-restricted study of neurons, including collections of enhancer-AAV vectors targeting the PVALB and LAMP5 subclasses of neocortical interneurons. These results also gave us valuable insights into the best strategies for efficiently finding and building and screening enhancer-AAV vectors which we describe in detail. As a result, this revision is substantially increased in scope and improved in quality compared to the original.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
Back to top
PreviousNext
Posted April 21, 2020.
Download PDF

Supplementary Material

Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
Functional enhancer elements drive subclass-selective expression from mouse to primate neocortex
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
Functional enhancer elements drive subclass-selective expression from mouse to primate neocortex
John K. Mich, Lucas T. Graybuck, Erik E. Hess, Joseph T. Mahoney, Yoshiko Kojima, Yi Ding, Saroja Somasundaram, Jeremy A. Miller, Natalie Weed, Victoria Omstead, Yemeserach Bishaw, Nadiya V. Shapovalova, Refugio A. Martinez, Olivia Fong, Shenqin Yao, Marty Mortrud, Peter Chong, Luke Loftus, Darren Bertagnolli, Jeff Goldy, Tamara Casper, Nick Dee, Ximena Opitz-Araya, Ali Cetin, Kimberly A. Smith, Ryder P. Gwinn, Charles Cobbs, Andrew. L. Ko, Jeffrey G. Ojemann, C. Dirk Keene, Daniel. L. Silbergeld, Susan M. Sunkin, Viviana Gradinaru, Gregory D. Horwitz, Hongkui Zeng, Bosiljka Tasic, Ed S. Lein, Jonathan T. Ting, Boaz P. Levi
bioRxiv 555318; doi: https://doi.org/10.1101/555318
Reddit logo Twitter logo Facebook logo LinkedIn logo Mendeley logo
Citation Tools
Functional enhancer elements drive subclass-selective expression from mouse to primate neocortex
John K. Mich, Lucas T. Graybuck, Erik E. Hess, Joseph T. Mahoney, Yoshiko Kojima, Yi Ding, Saroja Somasundaram, Jeremy A. Miller, Natalie Weed, Victoria Omstead, Yemeserach Bishaw, Nadiya V. Shapovalova, Refugio A. Martinez, Olivia Fong, Shenqin Yao, Marty Mortrud, Peter Chong, Luke Loftus, Darren Bertagnolli, Jeff Goldy, Tamara Casper, Nick Dee, Ximena Opitz-Araya, Ali Cetin, Kimberly A. Smith, Ryder P. Gwinn, Charles Cobbs, Andrew. L. Ko, Jeffrey G. Ojemann, C. Dirk Keene, Daniel. L. Silbergeld, Susan M. Sunkin, Viviana Gradinaru, Gregory D. Horwitz, Hongkui Zeng, Bosiljka Tasic, Ed S. Lein, Jonathan T. Ting, Boaz P. Levi
bioRxiv 555318; doi: https://doi.org/10.1101/555318

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Neuroscience
Subject Areas
All Articles
  • Animal Behavior and Cognition (4229)
  • Biochemistry (9118)
  • Bioengineering (6753)
  • Bioinformatics (23948)
  • Biophysics (12103)
  • Cancer Biology (9498)
  • Cell Biology (13745)
  • Clinical Trials (138)
  • Developmental Biology (7618)
  • Ecology (11664)
  • Epidemiology (2066)
  • Evolutionary Biology (15479)
  • Genetics (10621)
  • Genomics (14298)
  • Immunology (9468)
  • Microbiology (22808)
  • Molecular Biology (9083)
  • Neuroscience (48896)
  • Paleontology (355)
  • Pathology (1479)
  • Pharmacology and Toxicology (2566)
  • Physiology (3826)
  • Plant Biology (8309)
  • Scientific Communication and Education (1467)
  • Synthetic Biology (2294)
  • Systems Biology (6172)
  • Zoology (1297)